Struct MultiModalGaussianMixtureBuilder 

pub struct MultiModalGaussianMixtureBuilder { /* private fields */ }

Builder for Multi-Modal GMM

Implementations

impl MultiModalGaussianMixtureBuilder

pub fn new(n_components: usize) -> Self

Create a new builder with specified number of components

pub fn add_modality(self, modality: ModalitySpec) -> Self

Add a data modality

pub fn add_modality_simple(self, name: &str, n_features: usize) -> Self

Add a data modality with default settings

pub fn fusion_strategy(self, strategy: FusionStrategy) -> Self

Set fusion strategy

pub fn shared_latent_dim(self, dim: usize) -> Self

Set shared latent dimension (for intermediate fusion)

pub fn coupling_strength(self, strength: f64) -> Self

Set coupling strength between modalities

pub fn max_iter(self, max_iter: usize) -> Self

Set maximum iterations

pub fn tolerance(self, tol: f64) -> Self

Set convergence tolerance

pub fn regularization_strength(self, strength: f64) -> Self

Set regularization strength

pub fn random_state(self, random_state: u64) -> Self

Set random state for reproducibility

pub fn build(self) -> SklResult<MultiModalGaussianMixture<Untrained>>

Build the multi-modal GMM

Trait Implementations

impl Clone for MultiModalGaussianMixtureBuilder

fn clone(&self) -> MultiModalGaussianMixtureBuilder

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MultiModalGaussianMixtureBuilder

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.